Screening for degenerative cervical myelopathy with the 10-second grip-and-release test using a smartphone and machine learning: A pilot study.

Takuya Ibara,Ryota Matsui,Takafumi Koyama,Eriku Yamada,Akiko Yamamoto,Kazuya Tsukamoto,Hidetoshi Kaburagi,Akimoto Nimura,Toshitaka Yoshii,Atsushi Okawa,Hideo Saito,Yuta Sugiura,Koji Fujita

DIGITAL HEALTH（2023）

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摘要

The proposed model could be a helpful screening tool for DCM as it showed excellent performance and high usability for community-dwelling people and non-spine surgeons.

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关键词

Machine learning,smartphone,cervical myelopathy,hand disorder,10-second hand grip-and-release test,mass screening,myelopathy hand

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